Introduction to People Analytics: Development of People Analytics as a discipline – Data Management in People Analytics - People Analytics Maturity Model - Common terminologies in People Analytics
DCOVA Methodology for Data Management - Structured, Unstructured & Semi structured data - HR Reporting & Metrics - Analysis & presentation of Data - HR Dashboard & Metrics Leading & Lagging indicators - Balanced Score Card –Linkage to Analytics
Recruitment Analytics and On Boarding Analytics Staffing- Attrition & Retention Analytics.
Statistical tools in HR : ANOVA, Regression, Correlation - Survey Design - Scaling & Sampling techniques
Visualization techniques - Importance of Context - Lessons in Story telling - Usage of Data to influence decisions -Basic Visualization Skill
Reference Book:
Pratyush Banerjee, “Practical Applications of HR Analytics: A Step-by-Step Guideâ€, SAGE Publications India, 2019. (Units - II, III & IV)
Text Book:
1.Jac Fitz-enz; The New HR Analytics: Predicting the Economic Value of Your Company's Human Capital Investments, American Management Association, 2019. (Units - I, II, III, IV & V)